Identifying and Mitigating Flaws of Deep Perceptual Similarity Metrics

1 code implementation • 6 Jul 2022 • Oskar Sjögren, Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki

This work investigates the most common DPS metric, where deep features are compared by spatial position, along with metrics comparing the averaged and sorted deep features.